Refresh openclaw dataset snapshot 20260418T052035Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260418T042035Z`
+- latest snapshot: `20260418T052035Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
 - full file contents for changed files are not included

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new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: openclaw/openclaw
 
-- Snapshot: `20260418T042035Z`
-- Generated: `2026-04-18T04:26:14Z`
+- Snapshot: `20260418T052035Z`
+- Generated: `2026-04-18T05:24:37Z`
 - Activity window: `7d`
-- Contributors: `720`
+- Contributors: `716`
 
 ## Summary
 
@@ -12,7 +12,7 @@
 | `EronFan` | [profile](https://github.com/EronFan) | no | CONTRIBUTOR | 2527d | `2026-03-24T11:57:26Z` | 72 | 0 | weak | low | medium | high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `vincentkoc` | [profile](https://github.com/vincentkoc) | no | MEMBER | 6420d | `2026-02-03T19:03:56Z` | 51 | 0 | strong | low | low | high recent PR volume; targets high-star repos |
 | `100yenadmin` | [profile](https://github.com/100yenadmin) | no | CONTRIBUTOR | 178d | `2026-03-15T18:31:56Z` | 49 | 48 | weak | moderate | medium | young account; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
-| `hclsys` | [profile](https://github.com/hclsys) | no | CONTRIBUTOR | 4339d | `2026-01-29T06:32:51Z` | 38 | 0 | weak | low | high | very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
+| `hclsys` | [profile](https://github.com/hclsys) | no | CONTRIBUTOR | 4339d | `2026-01-29T06:32:51Z` | 39 | 0 | weak | low | high | very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `neeravmakwana` | [profile](https://github.com/neeravmakwana) | no | CONTRIBUTOR | 64d | `2026-02-24T02:57:36Z` | 38 | 0 | weak | low | medium | very new account; high recent PR volume; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `nightq` | [profile](https://github.com/nightq) | no | CONTRIBUTOR | 4825d | `2026-04-01T13:17:35Z` | 36 | 1 | weak | low | medium | extremely high recent PR volume; many recent closed-unmerged PRs; targets high-star repos |
 | `w-sss` | [profile](https://github.com/w-sss) | no | CONTRIBUTOR | 391d | `2026-03-16T09:14:04Z` | 34 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -29,8 +29,8 @@
 | `BunsDev` | [profile](https://github.com/BunsDev) | no | MEMBER | 2087d | `2026-02-07T11:32:40Z` | 18 | 0 | strong | moderate | low | high recent PR volume |
 | `mbelinky` | [profile](https://github.com/mbelinky) | no | CONTRIBUTOR | 1077d | `2026-02-08T09:07:45Z` | 18 | 0 | strong | low | low | targets high-star repos |
 | `obviyus` | [profile](https://github.com/obviyus) | no | CONTRIBUTOR | 3510d | `2026-01-04T13:17:28Z` | 18 | 0 | strong | low | low | targets high-star repos |
+| `coygeek` | [profile](https://github.com/coygeek) | no | CONTRIBUTOR | 2164d | `2026-01-31T03:06:37Z` | 17 | 19 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `mcaxtr` | [profile](https://github.com/mcaxtr) | no | MEMBER | 4358d | `2026-02-04T01:45:00Z` | 17 | 5 | mixed | low | low | high open PR share; targets high-star repos |
-| `coygeek` | [profile](https://github.com/coygeek) | no | CONTRIBUTOR | 2164d | `2026-01-31T03:06:37Z` | 16 | 18 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `yozu` | [profile](https://github.com/yozu) | no | NONE | 5186d | `2026-04-07T11:36:48Z` | 16 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `drobison00` | [profile](https://github.com/drobison00) | no | CONTRIBUTOR | 4625d | `2026-03-24T18:33:52Z` | 16 | 0 | strong | low | low | targets high-star repos |
 | `ly85206559` | [profile](https://github.com/ly85206559) | no | CONTRIBUTOR | 3985d | `2026-03-03T02:24:33Z` | 16 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -76,13 +76,13 @@
 | `jetd1` | [profile](https://github.com/jetd1) | no | CONTRIBUTOR | 3810d | `2026-04-09T03:07:08Z` | 7 | 2 | weak | low | low | high open PR share; targets high-star repos |
 | `asakir44` | [profile](https://github.com/asakir44) | no | NONE | 440d | `2026-04-13T14:53:54Z` | 7 | 1 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `martingarramon` | [profile](https://github.com/martingarramon) | no | CONTRIBUTOR | 49d | `2026-03-21T22:50:34Z` | 7 | 1 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; targets high-star repos |
+| `nxmxbbd` | [profile](https://github.com/nxmxbbd) | no | CONTRIBUTOR | 6373d | `2026-03-05T20:12:25Z` | 7 | 1 | n/a | low | low | no visible non-self stars |
 | `rubencu` | [profile](https://github.com/rubencu) | no | CONTRIBUTOR | 4684d | `2026-04-13T11:49:44Z` | 7 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `coder999999999` | [profile](https://github.com/coder999999999) | no | NONE | 1804d | `2026-04-12T06:08:33Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `imadal1n` | [profile](https://github.com/imadal1n) | no | NONE | 1548d | `2026-04-09T00:47:07Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ImLukeF` | [profile](https://github.com/ImLukeF) | no | MEMBER | 1650d | `2026-03-10T16:03:05Z` | 7 | 0 | mixed | moderate | low | high open PR share; targets high-star repos |
 | `Mlightsnow` | [profile](https://github.com/Mlightsnow) | no | CONTRIBUTOR | 1899d | `2026-04-09T22:29:10Z` | 7 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `MukundaKatta` | [profile](https://github.com/MukundaKatta) | no | NONE | 1526d | `2026-04-14T18:43:33Z` | 7 | 0 | mixed | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share; no visible non-self stars |
-| `nxmxbbd` | [profile](https://github.com/nxmxbbd) | no | CONTRIBUTOR | 6373d | `2026-03-24T14:29:43Z` | 7 | 0 | n/a | low | low | no visible non-self stars |
 | `oliviareid-svg` | [profile](https://github.com/oliviareid-svg) | no | CONTRIBUTOR | 27d | `2026-03-22T06:41:01Z` | 7 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `wade-microblueworld` | [profile](https://github.com/wade-microblueworld) | no | NONE | 2336d | `2026-04-17T10:35:38Z` | 7 | 0 | weak | moderate | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `chinar-amrutkar` | [profile](https://github.com/chinar-amrutkar) | no | CONTRIBUTOR | 3502d | `2026-03-03T22:36:15Z` | 6 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -114,6 +114,7 @@
 | `BKF-Gitty` | [profile](https://github.com/BKF-Gitty) | no | CONTRIBUTOR | 53d | `2026-04-11T18:30:35Z` | 4 | 2 | strong | low | low | very new account; targets high-star repos |
 | `dlebee-agent` | [profile](https://github.com/dlebee-agent) | no | NONE | 16d | `2026-04-17T18:21:49Z` | 4 | 2 | mixed | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `sebykrueger` | [profile](https://github.com/sebykrueger) | no | NONE | 4553d | `2026-04-12T13:47:56Z` | 4 | 2 | weak | low | low | high open PR share; targets high-star repos |
+| `bek91` | [profile](https://github.com/bek91) | no | NONE | 2144d | `2026-04-10T20:34:48Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `Joel-Claw` | [profile](https://github.com/Joel-Claw) | no | NONE | 7d | `2026-04-14T17:55:10Z` | 4 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars |
 | `joelnishanth` | [profile](https://github.com/joelnishanth) | no | CONTRIBUTOR | 1003d | `2026-02-24T01:34:00Z` | 4 | 1 | strong | low | low | targets high-star repos |
 | `WayChan` | [profile](https://github.com/WayChan) | no | NONE | 3842d | `2026-04-15T12:42:46Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -154,26 +155,25 @@
 | `Ricardo-M-L` | [profile](https://github.com/Ricardo-M-L) | no | NONE | 2080d | `2026-04-11T13:13:57Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `RLTree` | [profile](https://github.com/RLTree) | no | NONE | 1732d | `2026-04-14T20:31:37Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `sumleo` | [profile](https://github.com/sumleo) | no | CONTRIBUTOR | 3223d | `2026-02-12T15:24:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `welfo-beo` | [profile](https://github.com/welfo-beo) | no | CONTRIBUTOR | 525d | `2026-04-11T04:57:14Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `xudaiyanzi` | [profile](https://github.com/xudaiyanzi) | no | NONE | 2751d | `2026-04-14T20:23:42Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `YangManBOBO` | [profile](https://github.com/YangManBOBO) | no | NONE | 827d | `2026-03-03T01:36:04Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `shad0wca7` | [profile](https://github.com/shad0wca7) | no | CONTRIBUTOR | 4159d | `2026-02-21T17:28:52Z` | 6 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `sercada` | [profile](https://github.com/sercada) | no | CONTRIBUTOR | 3420d | `2026-03-10T14:46:37Z` | 5 | 2 | mixed | low | low | high open PR share; targets high-star repos |
+| `mraleko` | [profile](https://github.com/mraleko) | no | NONE | 938d | `2026-04-08T03:48:45Z` | 5 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
 | `jhsmith409` | [profile](https://github.com/jhsmith409) | no | CONTRIBUTOR | 434d | `2026-04-08T11:54:12Z` | 4 | 3 | weak | moderate | low | high open PR share; targets high-star repos |
 | `fuller-stack-dev` | [profile](https://github.com/fuller-stack-dev) | no | CONTRIBUTOR | 55d | `2026-03-02T21:04:55Z` | 4 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `jerome-benoit` | [profile](https://github.com/jerome-benoit) | no | NONE | 4459d | `2026-03-12T22:28:40Z` | 4 | 1 | weak | moderate | low | high open PR share; targets high-star repos |
 | `steipete` | [profile](https://github.com/steipete) | no | CONTRIBUTOR | 6258d | `2025-11-26T16:46:20Z` | 4 | 1 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `chen-zhang-cs-code` | [profile](https://github.com/chen-zhang-cs-code) | no | CONTRIBUTOR | 115d | `2026-03-18T08:15:21Z` | 4 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `extrasmall0` | [profile](https://github.com/extrasmall0) | no | CONTRIBUTOR | 77d | `2026-03-07T15:35:58Z` | 4 | 0 | weak | moderate | medium | very new account; high open PR share; targets high-star repos |
 | `leonardsellem` | [profile](https://github.com/leonardsellem) | no | CONTRIBUTOR | 4992d | `2026-04-10T10:47:02Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `Rahulkumar070` | [profile](https://github.com/Rahulkumar070) | no | CONTRIBUTOR | 874d | `2026-04-10T20:11:58Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `glfruit` | [profile](https://github.com/glfruit) | no | NONE | 4773d | `2026-04-09T14:53:44Z` | 3 | 4 | weak | low | low | high open PR share; targets high-star repos |
 | `Alex-Alaniz` | [profile](https://github.com/Alex-Alaniz) | no | CONTRIBUTOR | 1705d | `2026-02-23T15:51:19Z` | 3 | 2 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `bek91` | [profile](https://github.com/bek91) | no | NONE | 2144d | `2026-04-10T20:34:48Z` | 3 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `lyfuci` | [profile](https://github.com/lyfuci) | no | NONE | 3970d | `2026-03-04T12:15:50Z` | 3 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `sparkeros` | [profile](https://github.com/sparkeros) | no | NONE | 156d | `2026-03-09T12:13:39Z` | 3 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `alchip` | [profile](https://github.com/alchip) | no | NONE | 3345d | `2026-04-09T09:39:38Z` | 3 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `GaosCode` | [profile](https://github.com/GaosCode) | no | CONTRIBUTOR | 632d | `2026-04-09T08:32:17Z` | 3 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `richardclawbot` | [profile](https://github.com/richardclawbot) | no | NONE | 31d | `2026-04-10T17:07:12Z` | 3 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
+| `welfo-beo` | [profile](https://github.com/welfo-beo) | no | CONTRIBUTOR | 525d | `2026-04-11T04:57:14Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `OpenCodeEngineer` | [profile](https://github.com/OpenCodeEngineer) | no | CONTRIBUTOR | 61d | `2026-04-11T01:14:43Z` | 2 | 9 | strong | low | low | very new account; no visible non-self stars; targets high-star repos |
 | `cyrusaf` | [profile](https://github.com/cyrusaf) | no | NONE | 5495d | `2026-04-11T05:53:50Z` | 2 | 4 | weak | low | low | high open PR share; targets high-star repos |
 | `717986230` | [profile](https://github.com/717986230) | no | NONE | 1852d | `2026-04-13T02:48:11Z` | 2 | 3 | weak | low | low | high open PR share; targets high-star repos |
@@ -216,6 +216,7 @@
 | `geekhuashan` | [profile](https://github.com/geekhuashan) | no | CONTRIBUTOR | 2635d | `2026-03-12T01:17:49Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `IshanDaga` | [profile](https://github.com/IshanDaga) | no | NONE | 4222d | `2026-04-13T19:01:38Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `iubns` | [profile](https://github.com/iubns) | no | NONE | 4512d | `2026-03-17T18:37:20Z` | 2 | 0 | mixed | low | low | high open PR share; targets high-star repos |
+| `jasonmakr` | [profile](https://github.com/jasonmakr) | no | NONE | 39d | `2026-04-18T02:14:36Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `jasonxargs-boop` | [profile](https://github.com/jasonxargs-boop) | no | CONTRIBUTOR | 48d | `2026-04-11T07:57:11Z` | 2 | 0 | mixed | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `jkf87` | [profile](https://github.com/jkf87) | no | NONE | 3258d | `2026-04-11T13:41:30Z` | 2 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `JQRobert` | [profile](https://github.com/JQRobert) | no | NONE | 46d | `2026-04-13T05:33:05Z` | 2 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
@@ -260,7 +261,7 @@
 | `ShionEria` | [profile](https://github.com/ShionEria) | no | CONTRIBUTOR | 35d | `2026-03-16T10:11:17Z` | 5 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
 | `drvoss` | [profile](https://github.com/drvoss) | no | CONTRIBUTOR | 4872d | `2026-02-25T02:18:08Z` | 4 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `monsonego` | [profile](https://github.com/monsonego) | no | NONE | 701d | `2026-04-07T12:27:49Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
-| `mraleko` | [profile](https://github.com/mraleko) | no | NONE | 938d | `2026-04-08T03:48:45Z` | 4 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
+| `Rahulkumar070` | [profile](https://github.com/Rahulkumar070) | no | CONTRIBUTOR | 874d | `2026-04-10T20:11:58Z` | 4 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `wirjo` | [profile](https://github.com/wirjo) | no | CONTRIBUTOR | 5970d | `2026-04-06T11:49:31Z` | 4 | 0 | weak | low | medium | many recent closed-unmerged PRs; high open PR share; targets high-star repos |
 | `hanamizuki` | [profile](https://github.com/hanamizuki) | no | CONTRIBUTOR | 5476d | `2026-02-25T01:23:38Z` | 3 | 2 | strong | low | low | — |
 | `kakahu2015` | [profile](https://github.com/kakahu2015) | no | CONTRIBUTOR | 3678d | `2026-02-26T12:42:25Z` | 3 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -276,7 +277,6 @@
 | `jakepresent` | [profile](https://github.com/jakepresent) | no | CONTRIBUTOR | 3157d | `2026-03-07T18:48:46Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `kamusis` | [profile](https://github.com/kamusis) | no | NONE | 5054d | `2026-01-30T03:47:15Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `keithce` | [profile](https://github.com/keithce) | no | CONTRIBUTOR | 5004d | `2026-03-24T02:09:06Z` | 2 | 1 | mixed | low | low | — |
-| `lyfuci` | [profile](https://github.com/lyfuci) | no | NONE | 3970d | `2026-03-04T12:15:50Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `Pearcekieser` | [profile](https://github.com/Pearcekieser) | no | NONE | 4652d | `2026-04-11T00:45:04Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `qualiobra` | [profile](https://github.com/qualiobra) | no | NONE | 330d | `2026-03-20T15:55:02Z` | 2 | 1 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `TaoXieSZ` | [profile](https://github.com/TaoXieSZ) | no | CONTRIBUTOR | 4376d | `2026-03-09T09:15:27Z` | 2 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -328,6 +328,7 @@
 | `aboimpinto` | [profile](https://github.com/aboimpinto) | no | NONE | 5251d | `2026-04-16T12:26:00Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `ajfonthemove` | [profile](https://github.com/ajfonthemove) | no | NONE | 53d | `2026-03-03T06:01:04Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `andydoucet` | [profile](https://github.com/andydoucet) | no | NONE | 2162d | `2026-02-10T21:03:13Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `anyech` | [profile](https://github.com/anyech) | yes | NONE | 4236d | `2026-02-23T04:42:33Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `caox488-a11y` | [profile](https://github.com/caox488-a11y) | no | NONE | 38d | `2026-03-15T18:21:40Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `carlushuang` | [profile](https://github.com/carlushuang) | no | NONE | 4276d | `2026-04-12T13:59:08Z` | 1 | 1 | strong | low | low | — |
 | `cass-clearly` | [profile](https://github.com/cass-clearly) | no | NONE | 70d | `2026-02-13T03:25:23Z` | 1 | 1 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -377,7 +378,6 @@
 | `phenomenoner` | [profile](https://github.com/phenomenoner) | no | NONE | 1856d | `2026-02-07T09:43:23Z` | 1 | 1 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `raquel4112002` | [profile](https://github.com/raquel4112002) | no | NONE | 2095d | `2026-04-15T19:25:11Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `reghar-bot` | [profile](https://github.com/reghar-bot) | no | NONE | 46d | `2026-04-11T07:27:14Z` | 1 | 1 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `rubening` | [profile](https://github.com/rubening) | no | NONE | 409d | `2026-04-11T05:09:52Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `S-huNsuke` | [profile](https://github.com/S-huNsuke) | no | NONE | 133d | `2026-04-11T07:49:06Z` | 1 | 1 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `ScientificProgrammer` | [profile](https://github.com/ScientificProgrammer) | no | NONE | 4728d | `2026-04-10T22:44:57Z` | 1 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `shawnduggan` | [profile](https://github.com/shawnduggan) | no | NONE | 4815d | `2026-03-01T12:54:24Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
@@ -514,7 +514,6 @@
 | `hondaya01` | [profile](https://github.com/hondaya01) | no | NONE | ?d | `2026-04-12T06:40:40Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
 | `Hou-Yufan` | [profile](https://github.com/Hou-Yufan) | no | NONE | 1866d | `2026-04-12T14:51:34Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `houston2394` | [profile](https://github.com/houston2394) | no | NONE | 443d | `2026-04-14T11:55:53Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `Huangting-xy` | [profile](https://github.com/Huangting-xy) | no | NONE | 38d | `2026-04-11T05:13:54Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `huangzynn` | [profile](https://github.com/huangzynn) | no | NONE | 1274d | `2026-04-16T02:22:50Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `huiwen01` | [profile](https://github.com/huiwen01) | no | NONE | 1699d | `2026-04-16T19:02:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `i-am-coco` | [profile](https://github.com/i-am-coco) | no | NONE | 24d | `2026-04-14T19:14:16Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
@@ -529,11 +528,11 @@
 | `isopenclaw` | [profile](https://github.com/isopenclaw) | no | NONE | 48d | `2026-04-16T01:27:05Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `itsuzef` | [profile](https://github.com/itsuzef) | no | NONE | 2465d | `2026-02-21T23:47:03Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ivyhabscheid` | [profile](https://github.com/ivyhabscheid) | no | NONE | 12d | `2026-04-16T18:44:59Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
+| `jack-ra` | [profile](https://github.com/jack-ra) | yes | NONE | 4832d | `2026-04-18T04:40:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `JackChiang233` | [profile](https://github.com/JackChiang233) | no | NONE | 1742d | `2026-04-15T09:01:12Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `jamr-erebor` | [profile](https://github.com/jamr-erebor) | no | NONE | 47d | `2026-04-14T23:58:55Z` | 1 | 0 | weak | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `janicduplessis` | [profile](https://github.com/janicduplessis) | no | NONE | 4916d | `2026-04-12T02:54:34Z` | 1 | 0 | strong | moderate | low | high recent PR volume |
 | `jason-zimmer` | [profile](https://github.com/jason-zimmer) | no | NONE | 3159d | `2026-04-13T22:47:59Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `jasonmakr` | [profile](https://github.com/jasonmakr) | no | NONE | 39d | `2026-04-18T02:14:36Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `JASSBR` | [profile](https://github.com/JASSBR) | no | NONE | 1585d | `2026-04-13T11:18:07Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `javierdici` | [profile](https://github.com/javierdici) | no | NONE | 1088d | `2026-04-13T03:33:17Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Jay-ju` | [profile](https://github.com/Jay-ju) | no | NONE | 3831d | `2026-04-17T09:23:25Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -615,7 +614,6 @@
 | `nir-insuretax` | [profile](https://github.com/nir-insuretax) | no | NONE | 38d | `2026-03-17T10:08:50Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `njiangk` | [profile](https://github.com/njiangk) | no | NONE | 2447d | `2026-04-14T01:54:00Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `noahclanman` | [profile](https://github.com/noahclanman) | no | NONE | 1894d | `2026-04-13T10:01:58Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `nonzeroclaw` | [profile](https://github.com/nonzeroclaw) | no | NONE | 35d | `2026-04-11T05:17:34Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; no visible non-self stars; targets high-star repos |
 | `nufnaf` | [profile](https://github.com/nufnaf) | no | NONE | 4823d | `2026-04-16T12:30:36Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `OFABLE` | [profile](https://github.com/OFABLE) | no | NONE | 2161d | `2026-04-17T14:06:48Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `oinoom` | [profile](https://github.com/oinoom) | no | NONE | 4222d | `2026-04-13T05:43:01Z` | 1 | 0 | strong | low | low | — |
@@ -658,7 +656,6 @@
 | `saamuelng601-pixel` | [profile](https://github.com/saamuelng601-pixel) | no | CONTRIBUTOR | 7d | `2026-04-15T03:46:53Z` | 1 | 0 | weak | low | medium | very new account; high open PR share; targets high-star repos |
 | `sagarpswc` | [profile](https://github.com/sagarpswc) | no | NONE | 164d | `2026-04-13T09:31:42Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `samimjafari` | [profile](https://github.com/samimjafari) | no | NONE | 728d | `2026-04-18T01:57:49Z` | 1 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `SamStep74` | [profile](https://github.com/SamStep74) | no | NONE | 2541d | `2026-04-11T04:45:58Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Schnitzel` | [profile](https://github.com/Schnitzel) | no | NONE | 5469d | `2026-02-04T14:12:52Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `scott-my` | [profile](https://github.com/scott-my) | no | NONE | 272d | `2026-04-15T10:38:40Z` | 1 | 0 | weak | low | low | young account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `scotthuang` | [profile](https://github.com/scotthuang) | no | CONTRIBUTOR | 5107d | `2026-03-01T03:31:44Z` | 1 | 0 | strong | low | low | targets high-star repos |
@@ -672,7 +669,7 @@
 | `SimoneB79` | [profile](https://github.com/SimoneB79) | no | NONE | 841d | `2026-04-14T08:35:51Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `sjz-ks` | [profile](https://github.com/sjz-ks) | no | NONE | 738d | `2026-04-11T16:30:37Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `skainguyen1412` | [profile](https://github.com/skainguyen1412) | no | CONTRIBUTOR | 3868d | `2026-04-13T04:22:58Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
-| `skernelx` | [profile](https://github.com/skernelx) | yes | NONE | 118d | `2026-04-18T04:11:36Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
+| `skernelx` | [profile](https://github.com/skernelx) | no | NONE | 118d | `2026-04-18T04:11:36Z` | 1 | 0 | weak | low | medium | young account; high open PR share; targets high-star repos |
 | `smartaz` | [profile](https://github.com/smartaz) | no | NONE | 4804d | `2026-04-12T20:08:30Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `songlairui` | [profile](https://github.com/songlairui) | no | NONE | 4515d | `2026-04-13T02:49:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `spartman` | [profile](https://github.com/spartman) | no | NONE | 5692d | `2026-04-15T11:44:13Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -710,7 +707,6 @@
 | `vvitovec` | [profile](https://github.com/vvitovec) | no | NONE | 224d | `2026-04-17T12:08:21Z` | 1 | 0 | weak | low | low | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `weak-fox` | [profile](https://github.com/weak-fox) | no | NONE | 2470d | `2026-04-11T09:30:30Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `werdelin` | [profile](https://github.com/werdelin) | no | NONE | 5860d | `2026-04-16T19:22:23Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `whackur` | [profile](https://github.com/whackur) | no | NONE | 3297d | `2026-02-20T16:23:11Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `wyyis` | [profile](https://github.com/wyyis) | no | NONE | 1728d | `2026-04-13T08:29:43Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `xantorres` | [profile](https://github.com/xantorres) | no | CONTRIBUTOR | 5749d | `2026-04-15T21:28:16Z` | 1 | 0 | strong | low | low | targets high-star repos |
 | `xiaoyu-157` | [profile](https://github.com/xiaoyu-157) | no | NONE | 1954d | `2026-04-15T08:51:24Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -784,12 +780,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3A100yenadmin)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3A100yenadmin)
 - repo first seen: `2026-03-15T18:31:56Z`
-- repo last seen: `2026-04-17T05:50:40Z`
+- repo last seen: `2026-04-18T04:27:00Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **97**
 - snapshot authored PRs/issues: **49 PRs / 48 issues**
-- snapshot discussion activity: **212 comments / 892 reviews / 892 review comments**
+- snapshot discussion activity: **213 comments / 892 reviews / 892 review comments**
 - account age: **178 days**
 - recent public PR activity: **81 PRs** (21 merged / 36 closed-unmerged / 24 open; merged rate **26%**, closed-unmerged rate **44%**, open rate **30%**)
 - public orgs: `electricsheephq`
@@ -810,12 +806,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ahclsys)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ahclsys)
 - repo first seen: `2026-01-29T06:32:51Z`
-- repo last seen: `2026-04-18T03:16:11Z`
+- repo last seen: `2026-04-18T05:17:19Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
-- repo primary artifacts: **38**
-- snapshot authored PRs/issues: **38 PRs / 0 issues**
-- snapshot discussion activity: **157 comments / 3 reviews / 3 review comments**
+- repo primary artifacts: **39**
+- snapshot authored PRs/issues: **39 PRs / 0 issues**
+- snapshot discussion activity: **158 comments / 3 reviews / 3 review comments**
 - account age: **4339 days**
 - recent public PR activity: **34 PRs** (3 merged / 26 closed-unmerged / 5 open; merged rate **9%**, closed-unmerged rate **76%**, open rate **15%**)
 - public orgs: none visible
@@ -823,9 +819,9 @@ Example artifacts:
 - heuristic read: **very high single-repo PR burst; high recent PR volume; many recent closed-unmerged PRs; targets high-star repos**
 
 Example artifacts:
+- [PR #68399: fix(cli): reject --agent on models set/set-image instead of silently writing global default](https://github.com/openclaw/openclaw/pull/68399) — open
 - [PR #68324: fix(plugins): enable native jiti for doctor-contract loader to cut status cold-start ~13s](https://github.com/openclaw/openclaw/pull/68324) — open
 - [PR #68270: fix(ollama): allow baseUrl in plugin configSchema to match what the provider code already reads](https://github.com/openclaw/openclaw/pull/68270) — open
-- [PR #68219: fix(daemon): resolve modern fnm aliases/default path on Linux service PATH](https://github.com/openclaw/openclaw/pull/68219) — open
 
 ### `neeravmakwana`
 
@@ -1145,12 +1141,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ABunsDev)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ABunsDev)
 - repo first seen: `2026-02-07T11:32:40Z`
-- repo last seen: `2026-04-18T04:10:20Z`
+- repo last seen: `2026-04-18T05:13:59Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **18**
 - snapshot authored PRs/issues: **18 PRs / 0 issues**
-- snapshot discussion activity: **84 comments / 22 reviews / 21 review comments**
+- snapshot discussion activity: **86 comments / 22 reviews / 21 review comments**
 - account age: **2087 days**
 - recent public PR activity: **91 PRs** (82 merged / 5 closed-unmerged / 4 open; merged rate **90%**, closed-unmerged rate **5%**, open rate **4%**)
 - public orgs: `RitualChain`, `DeDevsClub`, `SoulSwapFinance`, `openclaw`
@@ -1191,12 +1187,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aobviyus)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aobviyus)
 - repo first seen: `2026-01-04T13:17:28Z`
-- repo last seen: `2026-04-18T03:55:19Z`
+- repo last seen: `2026-04-18T04:32:55Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **18**
 - snapshot authored PRs/issues: **18 PRs / 0 issues**
-- snapshot discussion activity: **521 comments / 45 reviews / 4 review comments**
+- snapshot discussion activity: **522 comments / 46 reviews / 4 review comments**
 - account age: **3510 days**
 - recent public PR activity: **16 PRs** (15 merged / 1 closed-unmerged / 0 open; merged rate **94%**, closed-unmerged rate **6%**, open rate **0%**)
 - public orgs: `UplauseApp`
@@ -1208,18 +1204,44 @@ Example artifacts:
 - [PR #67991: fix(reply): preserve post-stream error payloads](https://github.com/openclaw/openclaw/pull/67991) — closed, merged
 - [PR #67941: fix(plugins): enforce synchronous registration](https://github.com/openclaw/openclaw/pull/67941) — closed, merged
 
+### `coygeek`
+
+- profile: [github.com/coygeek](https://github.com/coygeek)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Acoygeek)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acoygeek)
+- repo first seen: `2026-01-31T03:06:37Z`
+- repo last seen: `2026-04-18T04:30:23Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **36**
+- snapshot authored PRs/issues: **17 PRs / 19 issues**
+- snapshot discussion activity: **154 comments / 0 reviews / 0 review comments**
+- account age: **2164 days**
+- recent public PR activity: **16 PRs** (2 merged / 7 closed-unmerged / 7 open; merged rate **12%**, closed-unmerged rate **44%**, open rate **44%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68404: fix: Published deployment token placeholder bypasses gateway...](https://github.com/openclaw/openclaw/pull/68404) — open
+- [PR #65655: fix: harden Mattermost slash callback auth](https://github.com/openclaw/openclaw/pull/65655) — open
+- [PR #65647: fix: harden Mattermost slash callback auth](https://github.com/openclaw/openclaw/pull/65647) — closed
+- [Issue #68403: [Bug]: Published deployment token placeholder bypasses gateway weak-secret guard](https://github.com/openclaw/openclaw/issues/68403) — open
+- [Issue #65626: [Bug]: Browser control honors inactive gateway credentials despite explicit auth mode](https://github.com/openclaw/openclaw/issues/65626) — open
+- [Issue #65625: [Bug]: openclaw.podman.env ships empty gateway token with lan bind as default, exposing unauthenticated gateway if used directly](https://github.com/openclaw/openclaw/issues/65625) — closed
+
 ### `mcaxtr`
 
 - profile: [github.com/mcaxtr](https://github.com/mcaxtr)
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amcaxtr)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amcaxtr)
 - repo first seen: `2026-02-04T01:45:00Z`
-- repo last seen: `2026-04-18T03:56:45Z`
+- repo last seen: `2026-04-18T04:31:57Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **22**
 - snapshot authored PRs/issues: **17 PRs / 5 issues**
-- snapshot discussion activity: **510 comments / 41 reviews / 41 review comments**
+- snapshot discussion activity: **510 comments / 42 reviews / 42 review comments**
 - account age: **4358 days**
 - recent public PR activity: **13 PRs** (5 merged / 1 closed-unmerged / 7 open; merged rate **38%**, closed-unmerged rate **8%**, open rate **54%**)
 - public orgs: `openclaw`
@@ -1234,32 +1256,6 @@ Example artifacts:
 - [Issue #31155: [Refactor]: Extract shared batch embedding lifecycle from OpenAI/Voyage/Gemini providers](https://github.com/openclaw/openclaw/issues/31155) — closed
 - [Issue #30967: [Refactor]: Unify channel account-list helpers with binding-aware default resolution](https://github.com/openclaw/openclaw/issues/30967) — closed
 
-### `coygeek`
-
-- profile: [github.com/coygeek](https://github.com/coygeek)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Acoygeek)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Acoygeek)
-- repo first seen: `2026-01-31T03:06:37Z`
-- repo last seen: `2026-04-17T23:49:15Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **34**
-- snapshot authored PRs/issues: **16 PRs / 18 issues**
-- snapshot discussion activity: **154 comments / 0 reviews / 0 review comments**
-- account age: **2164 days**
-- recent public PR activity: **16 PRs** (2 merged / 7 closed-unmerged / 7 open; merged rate **12%**, closed-unmerged rate **44%**, open rate **44%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **many recent closed-unmerged PRs; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #65655: fix: harden Mattermost slash callback auth](https://github.com/openclaw/openclaw/pull/65655) — open
-- [PR #65647: fix: harden Mattermost slash callback auth](https://github.com/openclaw/openclaw/pull/65647) — closed
-- [PR #65644: docs: harden podman env sample guidance](https://github.com/openclaw/openclaw/pull/65644) — closed
-- [Issue #65626: [Bug]: Browser control honors inactive gateway credentials despite explicit auth mode](https://github.com/openclaw/openclaw/issues/65626) — open
-- [Issue #65625: [Bug]: openclaw.podman.env ships empty gateway token with lan bind as default, exposing unauthenticated gateway if used directly](https://github.com/openclaw/openclaw/issues/65625) — closed
-- [Issue #65624: [Bug]: Mattermost slash commands default to cleartext callback URLs that expose reusable command tokens](https://github.com/openclaw/openclaw/issues/65624) — open
-
 ### `yozu`
 
 - profile: [github.com/yozu](https://github.com/yozu)
@@ -1336,12 +1332,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Agumadeiras)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Agumadeiras)
 - repo first seen: `2026-01-14T20:41:14Z`
-- repo last seen: `2026-04-18T03:07:16Z`
+- repo last seen: `2026-04-18T05:01:02Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **16**
 - snapshot authored PRs/issues: **15 PRs / 1 issues**
-- snapshot discussion activity: **456 comments / 2 reviews / 2 review comments**
+- snapshot discussion activity: **458 comments / 2 reviews / 2 review comments**
 - account age: **4579 days**
 - recent public PR activity: **16 PRs** (13 merged / 1 closed-unmerged / 2 open; merged rate **81%**, closed-unmerged rate **6%**, open rate **12%**)
 - public orgs: `openclaw`
@@ -1408,12 +1404,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Angutman)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Angutman)
 - repo first seen: `2026-01-06T16:12:16Z`
-- repo last seen: `2026-04-17T18:04:05Z`
+- repo last seen: `2026-04-18T05:12:11Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **14**
 - snapshot authored PRs/issues: **14 PRs / 0 issues**
-- snapshot discussion activity: **162 comments / 7 reviews / 7 review comments**
+- snapshot discussion activity: **163 comments / 7 reviews / 7 review comments**
 - account age: **5146 days**
 - recent public PR activity: **18 PRs** (16 merged / 0 closed-unmerged / 2 open; merged rate **89%**, closed-unmerged rate **0%**, open rate **11%**)
 - public orgs: `openclaw`
@@ -2319,6 +2315,30 @@ Example artifacts:
 - [PR #68161: fix(gateway/schema): drop stale Type.Optional wrapper on hello-ok auth](https://github.com/openclaw/openclaw/pull/68161) — open
 - [Issue #68160: [Bug]: stale Type.Optional wrapper on HelloOkSchema.auth after #67810](https://github.com/openclaw/openclaw/issues/68160) — open
 
+### `nxmxbbd`
+
+- profile: [github.com/nxmxbbd](https://github.com/nxmxbbd)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anxmxbbd)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anxmxbbd)
+- repo first seen: `2026-03-05T20:12:25Z`
+- repo last seen: `2026-04-17T19:32:20Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **8**
+- snapshot authored PRs/issues: **7 PRs / 1 issues**
+- snapshot discussion activity: **44 comments / 17 reviews / 14 review comments**
+- account age: **6373 days**
+- recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- public orgs: none visible
+- compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
+- heuristic read: **no visible non-self stars**
+
+Example artifacts:
+- [PR #65761: fix(reply): await block streaming delivery on same-channel dispatch](https://github.com/openclaw/openclaw/pull/65761) — open
+- [PR #65759: fix(whatsapp): add application-level health probe to inbound monitor](https://github.com/openclaw/openclaw/pull/65759) — open
+- [PR #65758: fix(whatsapp): add reconnect safety timer to connection controller](https://github.com/openclaw/openclaw/pull/65758) — open
+- [Issue #36659: feat: configurable retry policy for WhatsApp outbound message sends](https://github.com/openclaw/openclaw/issues/36659) — open
+
 ### `rubencu`
 
 - profile: [github.com/rubencu](https://github.com/rubencu)
@@ -2338,7 +2358,7 @@ Example artifacts:
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #68100: fix(telegram): fence stale reply delivery after abort](https://github.com/openclaw/openclaw/pull/68100) — open
+- [PR #68100: fix(telegram): fence stale reply delivery after abort](https://github.com/openclaw/openclaw/pull/68100) — closed, merged
 - [PR #67968: Align documented bootstrap context defaults with runtime values](https://github.com/openclaw/openclaw/pull/67968) — closed, merged
 - [PR #67906: fix(agents): dedupe repeated bootstrap truncation warnings](https://github.com/openclaw/openclaw/pull/67906) — closed, merged
 - [Issue #65919: [Feature]: Keep configured presence alive until run complete + dispatch idle](https://github.com/openclaw/openclaw/issues/65919) — open
@@ -2458,29 +2478,6 @@ Example artifacts:
 - [PR #66770: feat(plugin-sdk): expose messageId on plugin message_sent hook event](https://github.com/openclaw/openclaw/pull/66770) — open
 - [PR #66761: fix(models): guard provider.models against non-array values (#66744)](https://github.com/openclaw/openclaw/pull/66761) — open
 
-### `nxmxbbd`
-
-- profile: [github.com/nxmxbbd](https://github.com/nxmxbbd)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anxmxbbd)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anxmxbbd)
-- repo first seen: `2026-03-24T14:29:43Z`
-- repo last seen: `2026-04-17T19:32:20Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **44 comments / 17 reviews / 14 review comments**
-- account age: **6373 days**
-- recent public PR activity: **0 PRs** (0 merged / 0 closed-unmerged / 0 open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
-- public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **low**, automation risk **low**
-- heuristic read: **no visible non-self stars**
-
-Example artifacts:
-- [PR #65761: fix(reply): await block streaming delivery on same-channel dispatch](https://github.com/openclaw/openclaw/pull/65761) — open
-- [PR #65759: fix(whatsapp): add application-level health probe to inbound monitor](https://github.com/openclaw/openclaw/pull/65759) — open
-- [PR #65758: fix(whatsapp): add reconnect safety timer to connection controller](https://github.com/openclaw/openclaw/pull/65758) — open
-
 ### `oliviareid-svg`
 
 - profile: [github.com/oliviareid-svg](https://github.com/oliviareid-svg)
@@ -3023,12 +3020,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Askylee-01)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Askylee-01)
 - repo first seen: `2026-04-14T12:14:20Z`
-- repo last seen: `2026-04-17T11:03:47Z`
+- repo last seen: `2026-04-18T05:19:45Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 2 reviews / 2 review comments**
+- snapshot discussion activity: **2 comments / 2 reviews / 2 review comments**
 - account age: **2648 days**
 - recent public PR activity: **2 PRs** (0 merged / 1 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **50%**, open rate **50%**)
 - public orgs: none visible
@@ -3037,7 +3034,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #68072: fix(agents): normalize assistant content before transport iteration](https://github.com/openclaw/openclaw/pull/68072) — open
-- [PR #68068: fix(agents): forward-compat supportsAdaptiveThinking for Claude 4.7+ models](https://github.com/openclaw/openclaw/pull/68068) — open
+- [PR #68068: fix(agents): forward-compat supportsAdaptiveThinking for Claude 4.7+ models](https://github.com/openclaw/openclaw/pull/68068) — closed
 - [PR #68023: feat(gateway): warn when proxy env vars detected but providers not using them](https://github.com/openclaw/openclaw/pull/68023) — open
 
 ### `suboss87`
@@ -3209,6 +3206,30 @@ Example artifacts:
 - [Issue #65380: MiniMax tool use broken: tool call ID sanitization causes error 2013](https://github.com/openclaw/openclaw/issues/65380) — open
 - [Issue #65379: Browser CDP reachability check fails on Linux due to global undici EnvHttpProxyAgent](https://github.com/openclaw/openclaw/issues/65379) — open
 
+### `bek91`
+
+- profile: [github.com/bek91](https://github.com/bek91)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abek91)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abek91)
+- repo first seen: `2026-04-10T20:34:48Z`
+- repo last seen: `2026-04-18T04:29:52Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **4 PRs / 1 issues**
+- snapshot discussion activity: **0 comments / 1 reviews / 1 review comments**
+- account age: **2144 days**
+- recent public PR activity: **6 PRs** (2 merged / 0 closed-unmerged / 4 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68402: [Context] Avoid replaying Slack bot thread context](https://github.com/openclaw/openclaw/pull/68402) — open
+- [PR #65731: Slack: Annotate inbound Slack mentions in raw bodies](https://github.com/openclaw/openclaw/pull/65731) — open
+- [PR #65226: Fix qmd session export/update races](https://github.com/openclaw/openclaw/pull/65226) — open
+- [Issue #68383: Slack new thread sessions can replay assistant commentary/reasoning into prompt context](https://github.com/openclaw/openclaw/issues/68383) — open
+
 ### `Joel-Claw`
 
 - profile: [github.com/Joel-Claw](https://github.com/Joel-Claw)
@@ -4146,29 +4167,6 @@ Example artifacts:
 - [PR #64719: fix(security): deny dangerous tools for channel auto-reply](https://github.com/openclaw/openclaw/pull/64719) — open
 - [PR #64718: fix(security): default exec to deny for non-owner auto-reply senders](https://github.com/openclaw/openclaw/pull/64718) — open
 
-### `welfo-beo`
-
-- profile: [github.com/welfo-beo](https://github.com/welfo-beo)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Awelfo-beo)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Awelfo-beo)
-- repo first seen: `2026-04-11T04:57:14Z`
-- repo last seen: `2026-04-13T15:15:04Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **3 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 2 reviews / 2 review comments**
-- account age: **525 days**
-- recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #65825: fix(plugins): reuse realpath cache during discovery](https://github.com/openclaw/openclaw/pull/65825) — open
-- [PR #65342: fix(memory-wiki): preserve Unicode slugs and contradiction keys](https://github.com/openclaw/openclaw/pull/65342) — closed
-- [PR #64647: Allow per-agent memory backend overrides](https://github.com/openclaw/openclaw/pull/64647) — open
-
 ### `xudaiyanzi`
 
 - profile: [github.com/xudaiyanzi](https://github.com/xudaiyanzi)
@@ -4263,6 +4261,29 @@ Example artifacts:
 - [Issue #63159: Docs: recommend a hybrid QMD + memory-wiki bridge architecture](https://github.com/openclaw/openclaw/issues/63159) — closed
 - [Issue #63157: Bug: cached plugin restore drops memory capability and breaks memory-wiki bridge imports](https://github.com/openclaw/openclaw/issues/63157) — closed
 
+### `mraleko`
+
+- profile: [github.com/mraleko](https://github.com/mraleko)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amraleko)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amraleko)
+- repo first seen: `2026-04-08T03:48:45Z`
+- repo last seen: `2026-04-18T05:19:16Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **5 PRs / 0 issues**
+- snapshot discussion activity: **4 comments / 2 reviews / 2 review comments**
+- account age: **938 days**
+- recent public PR activity: **8 PRs** (0 merged / 6 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **75%**, open rate **25%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #68415: fix(ui): keep history-backed user image messages visible](https://github.com/openclaw/openclaw/pull/68415) — open
+- [PR #66819: fix(cli): unwrap nested claude result json](https://github.com/openclaw/openclaw/pull/66819) — open
+- [PR #64561: fix(openai): default openai-codex provider api to responses](https://github.com/openclaw/openclaw/pull/64561) — closed
+
 ### `jhsmith409`
 
 - profile: [github.com/jhsmith409](https://github.com/jhsmith409)
@@ -4361,29 +4382,6 @@ Example artifacts:
 - [PR #64298: Refactor agent harness into Codex extension](https://github.com/openclaw/openclaw/pull/64298) — closed, merged
 - [Issue #75: Linux/Windows Clawdbot Apps](https://github.com/openclaw/openclaw/issues/75) — open
 
-### `chen-zhang-cs-code`
-
-- profile: [github.com/chen-zhang-cs-code](https://github.com/chen-zhang-cs-code)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Achen-zhang-cs-code)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Achen-zhang-cs-code)
-- repo first seen: `2026-03-18T08:15:21Z`
-- repo last seen: `2026-04-11T14:10:39Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **12 comments / 1 reviews / 1 review comments**
-- account age: **115 days**
-- recent public PR activity: **3 PRs** (0 merged / 0 closed-unmerged / 3 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **young account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #64650: fix(telegram): honor channel-level topic prompts in multi-account mode](https://github.com/openclaw/openclaw/pull/64650) — open
-- [PR #64632: fix(slack): preserve media roots through custom invoke](https://github.com/openclaw/openclaw/pull/64632) — open
-- [PR #64601: fix(plugins): load bundled setup entries in setup-runtime](https://github.com/openclaw/openclaw/pull/64601) — open
-
 ### `extrasmall0`
 
 - profile: [github.com/extrasmall0](https://github.com/extrasmall0)
@@ -4430,29 +4428,6 @@ Example artifacts:
 - [PR #65012: fix(memory-wiki): pass app config into CLI metadata registrar](https://github.com/openclaw/openclaw/pull/65012) — closed, merged
 - [PR #64466: fix(memory-core): preserve public artifact visibility through loader cache restore](https://github.com/openclaw/openclaw/pull/64466) — closed
 
-### `Rahulkumar070`
-
-- profile: [github.com/Rahulkumar070](https://github.com/Rahulkumar070)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ARahulkumar070)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ARahulkumar070)
-- repo first seen: `2026-04-10T20:11:58Z`
-- repo last seen: `2026-04-11T07:41:45Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **874 days**
-- recent public PR activity: **4 PRs** (1 merged / 0 closed-unmerged / 3 open; merged rate **25%**, closed-unmerged rate **0%**, open rate **75%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #64703: fix: parse scientific notation as number in parseConfigValue](https://github.com/openclaw/openclaw/pull/64703) — open
-- [PR #64649: Test/run state machine clamp guard](https://github.com/openclaw/openclaw/pull/64649) — open
-- [PR #64611: Fix/heartbeat task due clock skew](https://github.com/openclaw/openclaw/pull/64611) — open
-
 ### `glfruit`
 
 - profile: [github.com/glfruit](https://github.com/glfruit)
@@ -4504,29 +4479,29 @@ Example artifacts:
 - [Issue #64460: Community notice: Claude CLI billing discrimination — findings, workarounds, and formal complaints filed](https://github.com/openclaw/openclaw/issues/64460) — open
 - [Issue #64305: claude-cli backend: spawned CLI gets 402 billing error despite valid Max subscription](https://github.com/openclaw/openclaw/issues/64305) — closed
 
-### `bek91`
+### `lyfuci`
 
-- profile: [github.com/bek91](https://github.com/bek91)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abek91)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abek91)
-- repo first seen: `2026-04-10T20:34:48Z`
-- repo last seen: `2026-04-18T03:47:06Z`
+- profile: [github.com/lyfuci](https://github.com/lyfuci)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alyfuci)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alyfuci)
+- repo first seen: `2026-03-04T12:15:50Z`
+- repo last seen: `2026-04-18T05:19:14Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **3 PRs / 1 issues**
-- snapshot discussion activity: **0 comments / 1 reviews / 1 review comments**
-- account age: **2144 days**
-- recent public PR activity: **6 PRs** (2 merged / 0 closed-unmerged / 4 open; merged rate **33%**, closed-unmerged rate **0%**, open rate **67%**)
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- account age: **3970 days**
+- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
 - compact scores: follow-through **weak**, breadth **low**, automation risk **low**
 - heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
-- [PR #65731: Slack: Annotate inbound Slack mentions in raw bodies](https://github.com/openclaw/openclaw/pull/65731) — open
-- [PR #65226: Fix qmd session export/update races](https://github.com/openclaw/openclaw/pull/65226) — open
-- [PR #64494: fix: Wrap pathological session export lines](https://github.com/openclaw/openclaw/pull/64494) — open
-- [Issue #68383: Slack new thread sessions can replay assistant commentary/reasoning into prompt context](https://github.com/openclaw/openclaw/issues/68383) — open
+- [PR #68400: daemon/systemd: distinguish WSL user D-Bus socket missing from missing systemctl](https://github.com/openclaw/openclaw/pull/68400) — open
+- [PR #68389: plugins: clarify allowlist warning when entries don't match discovered ids](https://github.com/openclaw/openclaw/pull/68389) — open
+- [PR #34420: fix(google-gemini-cli-auth): respect system proxy for OAuth token exchange](https://github.com/openclaw/openclaw/pull/34420) — closed
+- [Issue #34401: google-gemini-cli-auth: OAuth token exchange fails behind proxy (fetchWithSsrFGuard uses createPinnedDispatcher instead of EnvHttpProxyAgent)](https://github.com/openclaw/openclaw/issues/34401) — open
 
 ### `sparkeros`
 
@@ -4621,6 +4596,29 @@ Example artifacts:
 - [PR #65013: fix(tasks): silence acp child-session completion banners](https://github.com/openclaw/openclaw/pull/65013) — open
 - [PR #64416: fix(acp): normalize completion delivery guidance](https://github.com/openclaw/openclaw/pull/64416) — open
 
+### `welfo-beo`
+
+- profile: [github.com/welfo-beo](https://github.com/welfo-beo)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Awelfo-beo)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Awelfo-beo)
+- repo first seen: `2026-04-11T04:57:14Z`
+- repo last seen: `2026-04-13T15:15:04Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 2 reviews / 2 review comments**
+- account age: **525 days**
+- recent public PR activity: **3 PRs** (0 merged / 1 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **33%**, open rate **67%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #65825: fix(plugins): reuse realpath cache during discovery](https://github.com/openclaw/openclaw/pull/65825) — open
+- [PR #65342: fix(memory-wiki): preserve Unicode slugs and contradiction keys](https://github.com/openclaw/openclaw/pull/65342) — closed
+- [PR #64647: Allow per-agent memory backend overrides](https://github.com/openclaw/openclaw/pull/64647) — open
+
 ### `OpenCodeEngineer`
 
 - profile: [github.com/OpenCodeEngineer](https://github.com/OpenCodeEngineer)
@@ -5277,12 +5275,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Abluesky6868)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Abluesky6868)
 - repo first seen: `2026-04-17T22:26:25Z`
-- repo last seen: `2026-04-18T03:48:19Z`
+- repo last seen: `2026-04-18T05:16:47Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
+- snapshot discussion activity: **2 comments / 1 reviews / 1 review comments**
 - account age: **3181 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -5579,6 +5577,28 @@ Example artifacts:
 - [PR #67346: Scripts: use path.basename for pnpm to fix shell execution on Windows](https://github.com/openclaw/openclaw/pull/67346) — open
 - [PR #67290: fix(ui): remove duplicate usage page header](https://github.com/openclaw/openclaw/pull/67290) — open
 
+### `jasonmakr`
+
+- profile: [github.com/jasonmakr](https://github.com/jasonmakr)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajasonmakr)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajasonmakr)
+- repo first seen: `2026-04-18T02:14:36Z`
+- repo last seen: `2026-04-18T04:40:57Z`
+- first seen in snapshot: **no**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **39 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **very new account; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68408: fix(memory-core): strip dreaming managed blocks from daily memory reads](https://github.com/openclaw/openclaw/pull/68408) — open
+- [PR #68364: fix: prevent unbounded narrative session growth by stabilizing session key (#68354)](https://github.com/openclaw/openclaw/pull/68364) — open
+
 ### `jasonxargs-boop`
 
 - profile: [github.com/jasonxargs-boop](https://github.com/jasonxargs-boop)
@@ -6556,28 +6576,28 @@ Example artifacts:
 - [PR #62483: fix: preserve explicit provider prefixes for slash-delimited chat models [AI-assisted]](https://github.com/openclaw/openclaw/pull/62483) — closed, draft
 - [PR #62482: fix: refresh subsystem file loggers across daily log rollovers [AI-assisted]](https://github.com/openclaw/openclaw/pull/62482) — open
 
-### `mraleko`
+### `Rahulkumar070`
 
-- profile: [github.com/mraleko](https://github.com/mraleko)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amraleko)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amraleko)
-- repo first seen: `2026-04-08T03:48:45Z`
-- repo last seen: `2026-04-14T21:34:27Z`
+- profile: [github.com/Rahulkumar070](https://github.com/Rahulkumar070)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ARahulkumar070)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ARahulkumar070)
+- repo first seen: `2026-04-10T20:11:58Z`
+- repo last seen: `2026-04-11T07:41:45Z`
 - first seen in snapshot: **no**
-- repo association: **NONE**
+- repo association: **CONTRIBUTOR**
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 2 reviews / 2 review comments**
-- account age: **938 days**
-- recent public PR activity: **8 PRs** (0 merged / 6 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **75%**, open rate **25%**)
+- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
+- account age: **874 days**
+- recent public PR activity: **4 PRs** (1 merged / 0 closed-unmerged / 3 open; merged rate **25%**, closed-unmerged rate **0%**, open rate **75%**)
 - public orgs: none visible
-- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
 
 Example artifacts:
-- [PR #66819: fix(cli): unwrap nested claude result json](https://github.com/openclaw/openclaw/pull/66819) — open
-- [PR #64561: fix(openai): default openai-codex provider api to responses](https://github.com/openclaw/openclaw/pull/64561) — closed
-- [PR #63380: fix(telegram): allow agentId in account config for multi-account routing](https://github.com/openclaw/openclaw/pull/63380) — open
+- [PR #64703: fix: parse scientific notation as number in parseConfigValue](https://github.com/openclaw/openclaw/pull/64703) — open
+- [PR #64649: Test/run state machine clamp guard](https://github.com/openclaw/openclaw/pull/64649) — open
+- [PR #64611: Fix/heartbeat task due clock skew](https://github.com/openclaw/openclaw/pull/64611) — open
 
 ### `wirjo`
 
@@ -6929,29 +6949,6 @@ Example artifacts:
 - [PR #53298: fix(matrix): resolve crypto bootstrap failure and multi-extension idHint warning](https://github.com/openclaw/openclaw/pull/53298) — open
 - [Issue #66809: Browser: local managed loopback CDP tab ops can still fail with 'browser endpoint blocked by policy' after successful host navigation](https://github.com/openclaw/openclaw/issues/66809) — open
 
-### `lyfuci`
-
-- profile: [github.com/lyfuci](https://github.com/lyfuci)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alyfuci)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alyfuci)
-- repo first seen: `2026-03-04T12:15:50Z`
-- repo last seen: `2026-04-18T04:06:01Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **3**
-- snapshot authored PRs/issues: **2 PRs / 1 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **3970 days**
-- recent public PR activity: **2 PRs** (0 merged / 0 closed-unmerged / 2 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68389: plugins: clarify allowlist warning when entries don't match discovered ids](https://github.com/openclaw/openclaw/pull/68389) — open
-- [PR #34420: fix(google-gemini-cli-auth): respect system proxy for OAuth token exchange](https://github.com/openclaw/openclaw/pull/34420) — closed
-- [Issue #34401: google-gemini-cli-auth: OAuth token exchange fails behind proxy (fetchWithSsrFGuard uses createPinnedDispatcher instead of EnvHttpProxyAgent)](https://github.com/openclaw/openclaw/issues/34401) — open
-
 ### `Pearcekieser`
 
 - profile: [github.com/Pearcekieser](https://github.com/Pearcekieser)
@@ -8112,6 +8109,28 @@ Example artifacts:
 - [PR #66001: fix(process): reconcile orphaned bash exec runs](https://github.com/openclaw/openclaw/pull/66001) — open
 - [Issue #65983: Background PTY exec runs can survive restart/session loss and become untracked orphan process trees](https://github.com/openclaw/openclaw/issues/65983) — open
 
+### `anyech`
+
+- profile: [github.com/anyech](https://github.com/anyech)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Aanyech)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Aanyech)
+- repo first seen: `2026-02-23T04:42:33Z`
+- repo last seen: `2026-04-18T05:00:35Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **24 comments / 0 reviews / 0 review comments**
+- account age: **4236 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68411: fix(active-memory): honor timeoutMs values up to 90s](https://github.com/openclaw/openclaw/pull/68411) — open
+- [Issue #68410: [Bug]: Active Memory silently normalizes configured `timeoutMs` above 60000 down to 60000 at runtime](https://github.com/openclaw/openclaw/issues/68410) — open
+
 ### `caox488-a11y`
 
 - profile: [github.com/caox488-a11y](https://github.com/caox488-a11y)
@@ -8910,12 +8929,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Amasatohoshino)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Amasatohoshino)
 - repo first seen: `2026-02-25T18:12:54Z`
-- repo last seen: `2026-04-18T04:17:12Z`
+- repo last seen: `2026-04-18T05:06:47Z`
 - first seen in snapshot: **no**
 - repo association: **CONTRIBUTOR**
 - repo primary artifacts: **2**
 - snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **16 comments / 14 reviews / 14 review comments**
+- snapshot discussion activity: **16 comments / 17 reviews / 17 review comments**
 - account age: **138 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -9191,28 +9210,6 @@ Example artifacts:
 - [PR #65197: fix(memory-wiki): upstream bridge and lint hotfixes](https://github.com/openclaw/openclaw/pull/65197) — closed
 - [Issue #64696: memory-wiki: bridge import and lint mishandle relative links, reply tags, and malformed cached source pages](https://github.com/openclaw/openclaw/issues/64696) — open
 
-### `rubening`
-
-- profile: [github.com/rubening](https://github.com/rubening)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Arubening)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Arubening)
-- repo first seen: `2026-04-11T05:09:52Z`
-- repo last seen: `2026-04-12T23:45:47Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **1 PRs / 1 issues**
-- snapshot discussion activity: **3 comments / 1 reviews / 1 review comments**
-- account age: **409 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #64653: fix: honor provider-prefixed configured model ids for routed providers](https://github.com/openclaw/openclaw/pull/64653) — open
-- [Issue #65594: packaging: runtime dist build does not emit control-ui/ when only pnpm build is run](https://github.com/openclaw/openclaw/issues/65594) — open
-
 ### `S-huNsuke`
 
 - profile: [github.com/S-huNsuke](https://github.com/S-huNsuke)
@@ -12089,27 +12086,6 @@ Example artifacts:
 Example artifacts:
 - [PR #66525:  add OpenCode integration plugin with dev tools](https://github.com/openclaw/openclaw/pull/66525) — open
 
-### `Huangting-xy`
-
-- profile: [github.com/Huangting-xy](https://github.com/Huangting-xy)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3AHuangting-xy)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3AHuangting-xy)
-- repo first seen: `2026-04-11T05:13:54Z`
-- repo last seen: `2026-04-13T02:04:07Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **38 days**
-- recent public PR activity: **1 PRs** (0 merged / 1 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #64654: fix(memory): make extraPaths watch match nested directories recursively](https://github.com/openclaw/openclaw/pull/64654) — closed
-
 ### `huangzynn`
 
 - profile: [github.com/huangzynn](https://github.com/huangzynn)
@@ -12404,6 +12380,27 @@ Example artifacts:
 Example artifacts:
 - [PR #67781: fix(google): handle Vertex 1M context models and empty final payloads](https://github.com/openclaw/openclaw/pull/67781) — open
 
+### `jack-ra`
+
+- profile: [github.com/jack-ra](https://github.com/jack-ra)
+- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajack-ra)
+- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajack-ra)
+- repo first seen: `2026-04-18T04:40:05Z`
+- repo last seen: `2026-04-18T04:40:05Z`
+- first seen in snapshot: **yes**
+- repo association: **NONE**
+- repo primary artifacts: **1**
+- snapshot authored PRs/issues: **1 PRs / 0 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **4832 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #68407: fix(acp): bypass agent dispatch for /status, /acp, and /unfocus commands](https://github.com/openclaw/openclaw/pull/68407) — open
+
 ### `JackChiang233`
 
 - profile: [github.com/JackChiang233](https://github.com/JackChiang233)
@@ -12488,27 +12485,6 @@ Example artifacts:
 Example artifacts:
 - [PR #66192: fix(tui): reset activity after late terminal events](https://github.com/openclaw/openclaw/pull/66192) — open
 
-### `jasonmakr`
-
-- profile: [github.com/jasonmakr](https://github.com/jasonmakr)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Ajasonmakr)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Ajasonmakr)
-- repo first seen: `2026-04-18T02:14:36Z`
-- repo last seen: `2026-04-18T02:14:36Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **39 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #68364: fix: prevent unbounded narrative session growth by stabilizing session key (#68354)](https://github.com/openclaw/openclaw/pull/68364) — open
-
 ### `JASSBR`
 
 - profile: [github.com/JASSBR](https://github.com/JASSBR)
@@ -13250,12 +13226,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Akumarshreyak)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Akumarshreyak)
 - repo first seen: `2026-04-12T08:19:01Z`
-- repo last seen: `2026-04-17T05:04:36Z`
+- repo last seen: `2026-04-18T04:33:54Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **4 comments / 2 reviews / 2 review comments**
+- snapshot discussion activity: **4 comments / 5 reviews / 5 review comments**
 - account age: **3863 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -13418,12 +13394,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Alikewen-tech)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Alikewen-tech)
 - repo first seen: `2026-04-17T13:44:27Z`
-- repo last seen: `2026-04-18T04:14:49Z`
+- repo last seen: `2026-04-18T04:28:16Z`
 - first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 21 reviews / 21 review comments**
+- snapshot discussion activity: **0 comments / 22 reviews / 22 review comments**
 - account age: **477 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -14210,27 +14186,6 @@ Example artifacts:
 Example artifacts:
 - [PR #65853: fix(minimax): change DEFAULT_MINIMAX_MUSIC_MODEL from 'music-2.5+' to 'music-2.6'](https://github.com/openclaw/openclaw/pull/65853) — open
 
-### `nonzeroclaw`
-
-- profile: [github.com/nonzeroclaw](https://github.com/nonzeroclaw)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Anonzeroclaw)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Anonzeroclaw)
-- repo first seen: `2026-04-11T05:17:34Z`
-- repo last seen: `2026-04-11T05:17:34Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **35 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **very new account; high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #64656: fix: isolate auto-failover, split /new vs /reset LCM identity, add overflow circuit breaker](https://github.com/openclaw/openclaw/pull/64656) — open
-
 ### `nufnaf`
 
 - profile: [github.com/nufnaf](https://github.com/nufnaf)
@@ -15114,27 +15069,6 @@ Example artifacts:
 Example artifacts:
 - [PR #68356:  alpha](https://github.com/openclaw/openclaw/pull/68356) — closed
 
-### `SamStep74`
-
-- profile: [github.com/SamStep74](https://github.com/SamStep74)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3ASamStep74)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3ASamStep74)
-- repo first seen: `2026-04-11T04:45:58Z`
-- repo last seen: `2026-04-11T04:45:58Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **2541 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #64640: [codex] Fix memory-search config resolution and webhooks registration](https://github.com/openclaw/openclaw/pull/64640) — open, draft
-
 ### `Schnitzel`
 
 - profile: [github.com/Schnitzel](https://github.com/Schnitzel)
@@ -15414,12 +15348,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Askernelx)
 - repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Askernelx)
 - repo first seen: `2026-04-18T04:11:36Z`
-- repo last seen: `2026-04-18T04:11:36Z`
-- first seen in snapshot: **yes**
+- repo last seen: `2026-04-18T04:22:52Z`
+- first seen in snapshot: **no**
 - repo association: **NONE**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
 - account age: **118 days**
 - recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
 - public orgs: none visible
@@ -16206,27 +16140,6 @@ Example artifacts:
 Example artifacts:
 - [PR #67794: fix(config): normalize object-format channel capabilities to string flags](https://github.com/openclaw/openclaw/pull/67794) — closed
 
-### `whackur`
-
-- profile: [github.com/whackur](https://github.com/whackur)
-- repo PR search: [open search](https://github.com/openclaw/openclaw/pulls?q=is%3Apr+author%3Awhackur)
-- repo issue search: [open search](https://github.com/openclaw/openclaw/issues?q=is%3Aissue+author%3Awhackur)
-- repo first seen: `2026-02-20T16:23:11Z`
-- repo last seen: `2026-04-11T04:32:10Z`
-- first seen in snapshot: **no**
-- repo association: **NONE**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **3297 days**
-- recent public PR activity: **2 PRs** (0 merged / 2 closed-unmerged / 0 open; merged rate **0%**, closed-unmerged rate **100%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #64635: Feature/dockerfile custom gws musl](https://github.com/openclaw/openclaw/pull/64635) — closed
-
 ### `wyyis`
 
 - profile: [github.com/wyyis](https://github.com/wyyis)

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snapshots/20260418T052035Z/manifest.json

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+{
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+    "new_contributors_markdown": "new-contributors-report.md",
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+  "repo": "openclaw/openclaw",
+  "snapshot_id": "20260418T052035Z",
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+}

snapshots/latest.json

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 {
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   "repo": "openclaw/openclaw",
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 }

state/watermark.json

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 {
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-  "next_since": "2026-04-18T04:20:35Z",
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+  "next_since": "2026-04-18T05:20:35Z",
   "repo": "openclaw/openclaw",
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 }